{"id":"W4395618206","doi":"10.15468/dl.6zbmd2","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008729903,0.001907033,0.001485203,0.00471502,0.0008408109,0.002250588,0.002511248,0.001857658,0.1787004],"category_scores_gemma":[0.005249849,0.0008853944,0.001166383,0.008828403,0.0004008389,0.002107426,0.002571153,0.001843445,0.2466476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554593,"about_ca_system_score_gemma":0.00219945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0235977,"about_ca_topic_score_gemma":0.04088869,"domain_scores_codex":[0.9990563,0.0001182853,0.0001205469,0.0003201971,0.0002287744,0.000155921],"domain_scores_gemma":[0.9977962,0.0005564792,0.0002068371,0.0005664853,0.0005885691,0.0002854376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002744637,0.000009373991,0.0003092199,0.0004728953,0.00001292511,0.0000123654,0.00001840605,0.0001061619,0.000104911,0.0002970142,0.9973249,0.001304256],"study_design_scores_gemma":[0.00007416535,0.0000078641,0.001839823,0.0001781029,0.00001248372,0.00003024578,0.0000588348,0.0001355548,0.0001744904,0.0006522846,0.9968208,0.00001522659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000361813,0.00002163957,0.00003478039,0.00002877882,0.000009713115,0.000005038507,0.998936,0.000327152,0.0006007764],"genre_scores_gemma":[0.0001405653,0.00003072389,0.0001595209,0.0000398044,0.000003281731,0.00003760918,0.9989768,0.0001388797,0.000472782],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8212996,"threshold_uncertainty_score":0.5978125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}